Node Classification on Amazon c3 community
98.18AccuracyADAGE
Evaluation Results
| Method | Links | |
|---|---|---|
| ADAGEBackbone=Graph Transformer, Attack setup=Embeddings, Role=Downstream Task 32025.02 | 98.18 | |
| ADAGEBackbone=Graph Transformer, Attack setup=Probabilities, Role=Downstream Task 32025.02 | 96.11 | |
| ADAGEBackbone=Graph Transformer, Attack setup=Projections, Role=Downstream Task 32025.02 | 93.7 | |
| ADAGEBackbone=GraphSAGE, Attack setup=Embeddings, Role=Downstream Task 32025.02 | 91.91 | |
| ADAGEBackbone=GAT, Attack setup=Projections, Role=Downstream Task 32025.02 | 90.8 | |
| ADAGEBackbone=GraphSAGE, Attack setup=Projections, Role=Downstream Task 32025.02 | 90.63 | |
| ADAGEBackbone=GAT, Attack setup=Embeddings, Role=Downstream Task 32025.02 | 90.08 | |
| ADAGEBackbone=GraphSAGE, Attack setup=Probabilities, Role=Downstream Task 32025.02 | 88.51 | |
| ADAGEBackbone=GAT, Attack setup=Probabilities, Role=Downstream Task 32025.02 | 88.05 | |
| ADAGEBackbone=GIN, Attack setup=Probabilities, Role=Downstream Task 32025.02 | 84.67 | |
| ADAGEBackbone=GIN, Attack setup=Projections, Role=Downstream Task 32025.02 | 83.13 | |
| ADAGEBackbone=GIN, Attack setup=Embeddings, Role=Downstream Task 32025.02 | 81.71 |